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Enhance prompt retrieval in LLMService: Implement detailed trace-logging for prompt lookup hierarchy, improving traceability of model-specific, provider, and global fallback matches. This update refines the logging mechanism to provide clearer insights during prompt resolution.

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Lars 2026-01-02 21:47:47 +01:00
parent 1563ebbdf9
commit a9d0874fe9
1 changed files with 9 additions and 6 deletions
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15
app/services/llm_service.py
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@ -101,23 +101,26 @@ class LLMService:
def get_prompt(self, key: str, model_id: str = None, provider: str = None) -> str:
"""
WP-25b: Hochpräziser Prompt-Lookup.
Hierarchie: Exakte Modell-ID -> Provider-Name -> Globaler Default.
WP-25b: Hochpräziser Prompt-Lookup mit detailliertem Trace-Logging.
"""
data = self.prompts.get(key, "")
if not isinstance(data, dict):
return str(data)
# 1. Spezifischstes Match: Exakte Modell-ID (z.B. 'google/gemini-2.0-flash-exp:free')
# 1. Spezifischstes Match: Exakte Modell-ID
if model_id and model_id in data:
logger.info(f"🎯 [PROMPT-TRACE] Level 1 Match: Model-specific ('{model_id}') for key '{key}'")
return str(data[model_id])
# 2. Mittlere Ebene: Provider (z.B. 'ollama' oder 'openrouter')
# 2. Mittlere Ebene: Provider
if provider and provider in data:
logger.info(f"📡 [PROMPT-TRACE] Level 2 Match: Provider-fallback ('{provider}') for key '{key}'")
return str(data[provider])
# 3. Fallback: Bekannte Keys oder Default aus prompts.yaml
return str(data.get("default", data.get("gemini", data.get("ollama", ""))))
# 3. Globaler Fallback
default_val = data.get("default", data.get("gemini", data.get("ollama", "")))
logger.info(f"⚓ [PROMPT-TRACE] Level 3 Match: Global Default for key '{key}'")
return str(default_val)
async def generate_raw_response(
self,